Platform - Agent Tooling
In this session, our readings cover:
Required Readings:
eBook: Mastering AI Agents
- Learn how to create powerful, reliable AI agents with Galileo’s in-depth eBook
- URL
- The book is divided into five chapters:
- Chapter 1 introduces AI agents, their optimal applications, and scenarios where they might be excessive. It covers various agent types and includes three real-world use cases to illustrate their potential.
- Chapter 2 details three frameworks—LangGraph, Autogen, and CrewAI—with evaluation criteria to help choose the best fit. It ends with case studies of companies using these frameworks for specific AI tasks.
- Chapter 3 explores the evaluation of an AI agent through a step-by-step example of a finance research agent.
- Chapter 4 explores how to measure agent performance across systems, task completion, quality control, and tool interaction, supported by five detailed use cases.
- Chapter 5 addresses why many AI agents fail and offers practical solutions for successful AI deployment.